I have a landsat image with 11 bands. I need to run k means classification in R. But i do not need the whole of the image as my study area is much smaller. So I have created shape file of the Region of Interest(ROI) in ARC GIS which specifically covers my study area. So my questions is how does one clip a raster image to the extent of a shapefile (here my ROI) in R?

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